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Modelling of human expert decision making in reservoir operation

Reservoir is one of the structural approaches for flood mitigation and water supply.During heavy raining season, reservoir operator has to determine fast and accurate decision in order to maintain both reservoir and downstream river water level. In contrast to less rainfall season, the reservoir nee...

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Main Authors:	Wan Ishak, Wan Hussain, Ku-Mahamud, Ku Ruhana, Md Norwawi, Norita
Format:	Article
Language:	English
Published:	Penerbit UTM Press 2015
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://repo.uum.edu.my/17079/1/Hussain15b.pdf http://repo.uum.edu.my/17079/ http://dx.doi.org/10.11113/jt.v77.6654
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spelling	my.uum.repo.170792016-04-28T01:24:47Z http://repo.uum.edu.my/17079/ Modelling of human expert decision making in reservoir operation Wan Ishak, Wan Hussain Ku-Mahamud, Ku Ruhana Md Norwawi, Norita QA75 Electronic computers. Computer science Reservoir is one of the structural approaches for flood mitigation and water supply.During heavy raining season, reservoir operator has to determine fast and accurate decision in order to maintain both reservoir and downstream river water level. In contrast to less rainfall season, the reservoir needs to impound water for the water supply purposes.This study is aimed to model human expert decision making specifically on reservoir water release decision.Reservoir water release decision is crucial as reservoir serve multi purposes.The reservoir water release decision pattern that comprises of upstream rainfall and current reservoir water level has been form using sliding window technique.The computational intelligence method called artificial neural network was used to model the decision making. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://repo.uum.edu.my/17079/1/Hussain15b.pdf Wan Ishak, Wan Hussain and Ku-Mahamud, Ku Ruhana and Md Norwawi, Norita (2015) Modelling of human expert decision making in reservoir operation. Jurnal Teknologi, 77 (22). pp. 1-5. ISSN 0127-9696 http://dx.doi.org/10.11113/jt.v77.6654
institution	Universiti Utara Malaysia
building	UUM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Utara Malaysia
content_source	UUM Institutionali Repository
url_provider	http://repo.uum.edu.my/
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Wan Ishak, Wan Hussain Ku-Mahamud, Ku Ruhana Md Norwawi, Norita Modelling of human expert decision making in reservoir operation
description	Reservoir is one of the structural approaches for flood mitigation and water supply.During heavy raining season, reservoir operator has to determine fast and accurate decision in order to maintain both reservoir and downstream river water level. In contrast to less rainfall season, the reservoir needs to impound water for the water supply purposes.This study is aimed to model human expert decision making specifically on reservoir water release decision.Reservoir water release decision is crucial as reservoir serve multi purposes.The reservoir water release decision pattern that comprises of upstream rainfall and current reservoir water level has been form using sliding window technique.The computational intelligence method called artificial neural network was used to model the decision making.
format	Article
author	Wan Ishak, Wan Hussain Ku-Mahamud, Ku Ruhana Md Norwawi, Norita
author_facet	Wan Ishak, Wan Hussain Ku-Mahamud, Ku Ruhana Md Norwawi, Norita
author_sort	Wan Ishak, Wan Hussain
title	Modelling of human expert decision making in reservoir operation
title_short	Modelling of human expert decision making in reservoir operation
title_full	Modelling of human expert decision making in reservoir operation
title_fullStr	Modelling of human expert decision making in reservoir operation
title_full_unstemmed	Modelling of human expert decision making in reservoir operation
title_sort	modelling of human expert decision making in reservoir operation
publisher	Penerbit UTM Press
publishDate	2015
url	http://repo.uum.edu.my/17079/1/Hussain15b.pdf http://repo.uum.edu.my/17079/ http://dx.doi.org/10.11113/jt.v77.6654
_version_	1644282132330184704
score	13.211869

Modelling of human expert decision making in reservoir operation

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